JAN 31 – FEB 1 / FOUNDERS INC, SF

Physical AI
Hacks

Build what moves.

The weekend your code runs on real robots. 48 hours to close the gap between bits and atoms.

48 hrs
5 tracks
$██K prizes
The Premise

AI learned to think.
Now it wants a body.

Physical AI is intelligence with a body—the intersection of machine learning and physical systems. Robots that navigate. Devices that sense and respond. Machines that interact with the real world, not just describe it.

This is the hackathon where you give it one. Real hardware, real physics, real stakes. Your code has to survive contact with reality.

What gets built here:

  • Robots that navigate without human control
  • Sensors that trigger real-world actions
  • Vision systems that manipulate objects
  • Interfaces that respond to gesture and voice
Challenges

Tasks that look simple, until a robot has to do them.

Real-world manipulation problems where progress is visible, measurable, and hard to fake.

TRACK.01

Puzzle & Shape Insertion

Shape recognition, pick and place, precise alignment. Simple for humans, challenging for robots.

Judging Metrics
Success Rate %
Cycle Time sec
TRACK.02

Plugging In Chargers

Fine insertion and depth perception. A real household task that reveals manipulation complexity.

Judging Metrics
Success Rate %
Alignment Error mm
TRACK.03

Pouring Liquid

Depth perception meets precision. Small errors become spills—a benchmark for real-world manipulation.

Judging Metrics
Volume Accuracy %
Spill Rate ml
The Arc

32 hours. One threshold.

@ Founders Inc, San Francisco

Build

SAT JAN 31

  • 9am Doors open
  • 10am Kickoff
  • 11am Hardware checkout
  • 12pm Building begins
The Crossing

OVERNIGHT

3am is when the real work happens. The prototypes that win are forged here.

Venue stays open 24h

Ship

SUN FEB 1

  • 12pm Submissions close
  • 1pm Demos
  • 4pm Awards
  • 5pm Wrap

You walk in with a sketch. You walk out with a machine.

What You'll Work With

Models, data, and robots. Ready to go.

We've partnered with leading physical AI companies to provide everything you need. Focus on building, not setup.

Robots & Hardware

You'll have access to real robots on site, so improvements aren't theoretical.

Robots
Unitree G1Open Droid R1D2/R2D3Open Duck MiniLeRobot SO-101LeKiwi
Hardware
RGB CamerasDepth camerasRaspberry Pi 5Nvidia Jetson Orin Nano3D printers
24h venue access All meals + coffee High-speed WiFi On-site mentors
The Crew

Who's making this happen.

Guides

Expert mentors and judges from robotics, ML, and hardware. Names TBA.

Apply to mentor or judge →

What will you build?

Sunday night, something that didn't exist Friday will be alive in the room.

Jan 31 – Feb 1 | Founders Inc, SF | Free to attend
Apply Now

Applications reviewed on a rolling basis. Space is limited.